PG - DIPLOMADATA SCIENCEGOVERNMENT APPROVED PROGRAM

AMONG TOP 10 DATA ANALYTICS

INSTITUTES IN INDIA

P R O G R A M B E N E F I T S

100% PLACEMENTASSISTANCE

COMPREHENSIVECOVERAGE OF

TOOLS &TECHNIQUES

IT'S EASIER TO SAVEPAPER THAN PLANTING TREES.ASK FOR AN E-BROCHURE

DATA SCIENCEThe Science of converting “data” into “insights” has come to be popularly known as Data

Science. Data is being generated all around from shopping malls to shopping apps, from

telephone calls to credit card transactions, and from almost anything that we do in this

digital age. Raw data is of limited use but interpreting and using insights from this data can

do wonders for the growth of businesses. No wonder Data Science has become the hottest

field as every company wants to use it!

Data Science involves use of tools/technologies for managing large amounts of data,

statistical techniques to analyze and interpret this data and understanding of domains such

as finance, marketing, and pharma which provides the context for such analysis.

says - NASSCOM

INDIA TO BECOME

ONE OF THETOP 3 DATA ANALYTICS

MARKETS

The number of Data Science and

Analytics job listings is projected to grow

by nearly 364,000 listings by 2020. -

Forbes

Businesses analyzing data will see $430

billion in productivity benefits over their

rivals not analyzing data by 2020.

Data Scientist has been named the best

job in America for three years running,

with a median base salary of $110,000

and 4,524 job openings. - Forbes

The position of Data Scientists carries a

$110,000 median base salary.

- Glassdoor

GLOBAL TRENDS

Junior Data Scientist 4 Lac to 6 lacs

Data Scientist 6 Lac to 12 lacs

Sr. Data Scientist 12 Lacs & above

JUNIOR Level

SALARY & CAREERSTAGES

MID Level

SENIOR Level

72%

Python

64%

R

58%

SQL

14%

TABLEAU

SKILLS PREFERREDBY COMPANIES- Data by Glassdoor

53%

POWER BI

CURRICULUM

TECHNICAL TOOLS & APPLICATIONS

Basics of statistics

Advanced Statistics

Exploratory Data Analysis

Python & R

Regression Analysis

Time Series

Classification

Advanced MachineLearning

Natural Language Processing

TensorFlow

Neural Networks

Big Data

Microsoft AzureML Studio

Advanced TableauProject

End to End project

Module 3: Data Tools and Projects

Deep Learning

RecommenderSystem

Clustering

SQL

Tableau

PowerBI

Get introduced to Sampling, Probability distribution, Bayes’ Theorem, Hypothesis Testing

Learn Missing Value Treatment, Feature Engineering, Bivariate Analysis

Algorithms will be taught using Python, with introduction to R

Apply linear & Logistic regression, Model Building, Model Analysis onindustry based case studies

Learn different components, Forecasting, Model Validation

Apply Decision Tree, Random Forest, KNN, Naive Bayes

Module 1: Business Analytics

Learn the most advanced algorithms such as SVM, KNN, Ridge LassoRegression, Principle component analysis

Concepts of NLP, Dictionaries and tolerant retrieval, Scoring, term weighting and the vector space model, Computing scores and Evaluation in information retrieval

Using TensorFlow to build basic to advance machine learning models

Introduction to Neural Networks, MLP

Module 2: Advanced Machine Learning and Artificial Intelligence

Understand the ecosystem of Big Data and its various frameworks

Get equipped with the latest technologies in the market and performMachine Learning without coding

Work on projects from industry including migrating dashboards from various platforms to Tableau

Get an essence of a project life cycle right from extracting data fromserver to deploying it on cloud

10MONTHSPROGRAM

R

PYTHON SQL

TABLEAU POWER Bi

Learn concepts like CNN & RNN and its uses

Matrix Factorization, Cosine similarity and its application

Perform Hierarchial Clustering, K-means clustering, scaling

Learn about Data Types in SQL and how to manipulate data inSQL to make it analysis ready

Learn to prepare interactive dashboards with active filters

TENSORFLOW

Installation, Online report and dashboard, LTF Operations, Creating reports and tables, Creating interactive dashboards, Publishing dashboards to power BI.

CERTIFICATION & CRITERION

IMS Proschool’s Data Science program covers basic to advanced topics such as Machine

Learning. Special thanks to the placement cell’s support during my job search.

- ANIKET DESAI Software Engineer (ML/AI), QualityKiosk

DURING T HE PROGRAM

Goal Setting &

Resume Building

Industry & Company

OrientationPractice Test

PLA

CE

ME

NT

ASS

ISTA

NC

E

ON C OMPLETION OF PROGRAM

Access to

Placement PortalMock

Interviews

Hand-Holding

FACULTY

Data Science from IMS Proschool is an incredible course, which directs the fundamentals of interpreting data, performing analyses, and understanding and communicating actionable insights. - VARUN KUMAR ANGURALIA MCA, MBA - Analytics, Accenture

Joining Proschool for Data Science was my life’s best decision. Their exceptional staff and job-oriented training helped me get a very good job. Great experience overall!- JYOTI DIXIT Associate Software Developer, Accenture

PG Diploma in Data Science

Additional CertificationBusiness Analytics

Certification from NSE Academy(optional) -Upon clearing NSE EXAM

Certification from MSTB

PROGRAM HIGHLIGHTS

GOVERNMENT APPROVED10 months government approved (MSTB) program with optional

certification in Business Analytics from NSE Academy.

ACTIVE LEARNINGIMS Proschool has an unique approach to teaching. Unlike traditional

teaching methodology, Proschool has started Active learning for students

where instead of just listening to the teacher, every student involves in an

active discussion with the teacher at one-on-one level.

GET JOB READY

This Program gives you a broad knowledge of Analytics tools, Projects and

hands-on approach to learning that aims to get you job ready. The

placement assistance program delivers you the workplace readiness

training with interview prep and Curriculum Vitae assistance to crack

interviews

Clear aptitude test conducted byIMS Proschool

The candidate should be a graduatewith minimum 60% or above.

1

2

3

ELI

GIB

ILIT

Y &

AD

MIS

SIO

N

CLASSROOM TRAINING

Training delivered by expert faculty with industry experience at our pan India centers. The training is spread over 10 months to assist in clear and be�er understanding of the curriculum and subject.

IMS Proschool Data Science program is designed based on a comprehensive study of skills

demanded by the Industry. This Program at IMS Proschool is driven by experts from the

industry. It prepares Students for roles like Business Analyst, Data Analyst and Data

Scientist which is available in weekdays/weekend batch.

INTRODUCTION

Candidates must possess good mathematical skills

EXPERT FACULTYAt Proschool, all faculty members are Data Science experts, Entrepreneurs

working in the space of Data science and MBAs from IIMs/Other top B-

Schools with relevant experience.

OU

R

C E

NT

RE

S

Analytics : Business Analytics | PGD in Data Science | CDS

Marketing : Digital Marketing

Finance Analyst : CFA® | Financial Modeling | PGP- IBCM | CFP

Management Accounting : CIMA | PGP in Management Accounting

Accounting : ACCA | IFRS

LEADING COMPANY FOR PROFESSIONAL STUDIES

• Trained over 2000 Students in the field of Analytics

• Trained over 20,000 working professionals for leading BFSI companies such as SBI, BOI, UTI,

Kotak, ICICI, Sundaram BNP Paribas, Citibank

• Trained over 6,000 students under Financial Analyst Series

• Trained over 10,000 under privileged students for State & Central Government

Proschool, is an initiative of IMS. At IMS, our goal for the past 40 years has been simple –

Build a long-term successful career. Proschool is an extension of the same mission. At

Proschool, we provide practical skills and knowledge at affordable cost in the shortest

possible time. Our endeavor is to get students into jobs that give them useful e xperience

for a successful and long term career.

IMS Proschool with its parent organization has trained over 3,00,000 students across India ®for different competitive exams and professional courses such as CFA Program, CFP, CIMA,

CPA, etc.

ABOUT US

HISTORY OF TRUST

• IMS Group is training students since 1977.

• IMS ranked among the “most trusted” education brands.

• IMS Proschool has emerged as a leading national player in professional skills training.

• IMS Proschool has been awarded The Best Learning Partner by CIMA India.

• IMS Proschool ranks among the Top 10 Analytics / Data Science Training Institutes in India in

2018 by the Analytics India Magazine.

PR

OG

RA

MS

PA

RT

NE

RSH

IPS

& A

SSO

CIA

TIO

NS

National Skill Development Corporation

Overall Skill Development Initiatives

National Stock Exchange (NSE) AcademyCertification and Industry Recognition

Maharashtra Self Employment Training Board

Government Approved

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